vnmabus / dcor
Distance correlation and related E-statistics in Python
☆145Updated 4 months ago
Alternatives and similar repositories for dcor:
Users that are interested in dcor are comparing it to the libraries listed below
- A library of information-theoretic methods for data analysis and machine learning, implemented in Python and NumPy.☆91Updated last year
- pymc-learn: Practical probabilistic machine learning in Python☆225Updated 3 years ago
- Generalized additive models in Python with a Bayesian twist☆77Updated 7 months ago
- Functional Data Analysis Python package☆310Updated 2 months ago
- Confidence intervals for scikit-learn forest algorithms☆286Updated 6 months ago
- Implementation of Flexible Conditional Density Estimator☆22Updated last year
- Group Lasso implementation following the scikit-learn API☆106Updated 7 months ago
- Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.☆211Updated 5 months ago
- Scikit-learn compatible decision trees beyond those offered in scikit-learn☆72Updated this week
- Randomization-based inference in Python☆78Updated this week
- scikit-learn contrib estimators☆191Updated 3 months ago
- Missing data amputation and exploration functions for Python☆67Updated 2 years ago
- A scikit-learn compatible implementation of hyperband☆75Updated 5 years ago
- Scikit-learn compatible estimation of general graphical models☆244Updated 9 months ago
- Python package for performing the Alternating Conditional Expectation (ACE) regression☆71Updated last year
- Bayesian Additive Regression Trees For Python☆219Updated last year
- An extension of CatBoost to probabilistic modelling☆142Updated last year
- ☆72Updated 8 months ago
- scikit-learn compatible implementation of stability selection.☆210Updated last year
- Fast and modular sklearn replacement for generalized linear models☆165Updated 2 months ago
- Elo ratings for global black box derivative-free optimizers☆137Updated 11 months ago
- Python Accumulated Local Effects package☆162Updated last year
- Feature selection package based on SHAP and target permutation, for pandas and Spark☆30Updated 2 years ago
- A temporary repository hosting a pomegranate re-write using PyTorch as the backend.☆71Updated last year
- A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-conve…☆55Updated last year
- Multiple Pairwise Comparisons (Post Hoc) Tests in Python☆353Updated 3 weeks ago
- A Python package which implements several boosting algorithms with different combinations of base learners, optimization algorithms, and …☆63Updated 3 years ago
- Advanced random forest methods in Python☆58Updated last year
- A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python☆254Updated this week
- Software to create Precision-Recall-Gain curves and calculate area under the curve☆40Updated 2 years ago